本篇主要学习Druid 对Sql的语法解析。学习完之后,我们可以对任意sql进行解析,同时也可以基于AST语法树来生成sql语句。
一、AST
AST是abstract syntax tree的缩写，也就是抽象语法树。和所有的Parser一样，Druid Parser会生成一个抽象语法树。
在Druid中，AST节点类型主要包括SQLObject、SQLExpr、SQLStatement三种抽象类型。
interface SQLObject {}
interface SQLExpr extends SQLObject {}
interface SQLStatement extends SQLObject {}
interface SQLTableSource extends SQLObject {}
class SQLSelect extends SQLObject {}
class SQLSelectQueryBlock extends SQLObject {}二、语法树解析
2.1 核心类介绍
2.1.1 SQLStatemment DQL & DML顶级抽象
- DQL 数据查询语言 select
- DML 数据操纵语言 insert update delete
最常用的Statement当然是SELECT/UPDATE/DELETE/INSERT，他们分别是
| 核心类 | 说明 |
|---|---|
| SQLSelectStatement | 查询语句 |
| SQLUpdateStatement | 更新语句 |
| SQLDeleteStatement | 删除语句 |
| SQLInsertStatement | 新增语句 |
@Test
public void statement() {
// 以下全部 true
System.out.println(SQLUtils.parseSingleMysqlStatement("select * from users") instanceof SQLSelectStatement);
System.out.println(SQLUtils.parseSingleMysqlStatement("insert into users(id,name,age) values (1,'孙悟空',500)") instanceof SQLInsertStatement);
System.out.println(SQLUtils.parseSingleMysqlStatement("update users set name = '唐僧' where id = 1 ") instanceof SQLUpdateStatement);
System.out.println(SQLUtils.parseSingleMysqlStatement("delete from users where id = 1") instanceof SQLDeleteStatement);
}2.1.2 SQLSelect SQL查询
SQLSelectStatement包含一个SQLSelect，SQLSelect包含一个SQLSelectQuery。SQLSelectQuery有主要的两个派生类，
分别是SQLSelectQueryBlock(单表sql查询)和SQLUnionQuery(union查询)。
/**
* SQLSelectStatement包含一个SQLSelect，SQLSelect包含一个SQLSelectQuery。SQLSelectQuery有主要的两个派生类，
* 分别是SQLSelectQueryBlock(单表sql查询)和SQLUnionQuery(联合查询)。
*/
@Test
public void SQLSelectQuery() {
// true
System.out.println(parseSQLSelectQuery("select * from users") instanceof SQLSelectQueryBlock);
// true
System.out.println(parseSQLSelectQuery("select name from users union select name from school") instanceof SQLUnionQuery);
}
public SQLSelectQuery parseSQLSelectQuery(String sql) {
SQLStatement sqlStatement = SQLUtils.parseSingleMysqlStatement(sql);
SQLSelectStatement sqlSelectStatement = Utils.cast(sqlStatement, SQLSelectStatement.class);
SQLSelect select = sqlSelectStatement.getSelect();
return select.getQuery();
}2.1.3 SQLExpr
SQLExpr 是有几个实现类的。
select id,name,age from users where id = 1 and name = '孙悟空';
select u.id, u.name from users as u where id = 1 and name = ?;| 核心类 | 举例 | 说明 | 适用范围 | 快速记忆 |
|---|---|---|---|---|
| SQLIdentifierExpr | id,name,age | SQLIdentifierExpr | 查询字段或者where条件 | 唯一标记 |
| SQLPropertyExpr | u.id,u.name | 区别于SQLIdentifierExpr,适用于有别名的场景; SQLPropertyExpr.name = id, SQLPropertyExpr.owner = SQLIdentifierExpr = u） | 查询字段或者where条件 | 有别名就是它 |
| SQLBinaryOpExpr | id = 1, id > 5 | SQLBinaryOpExpr(left = SQLIdentifierExpr = id ,right = SQLValuableExpr = 1) | where条件 | 有操作符就是它 |
| SQLVariantRefExpr | id = ? | 变量 | where条件 | 有变量符就是它 |
| SQLIntegerExpr | id = 1 | 数字类型 | 值类型 | - |
| SQLCharExpr | name = '孙悟空' | 字符类型 | 值类型 | - |
2.1.3.1 SQLBinaryOpExpr
/**
* 操作符相关: SQLBinaryOpExpr
*/
@Test
public void SQLBinaryOpExpr() {
String sql = "select * from users where id > 1 and age = 18";
SQLSelectQuery sqlSelectQuery = Utils.parseSQLSelectQuery(sql);
SQLSelectQueryBlock selectQueryBlock = Utils.cast(sqlSelectQuery, SQLSelectQueryBlock.class);
SQLExpr where = selectQueryBlock.getWhere();
List<SQLObject> conditions = where.getChildren();
// [id > 1 , age = 18] 出现了操作符所以是SQLBinaryOpExpr
for (SQLObject condition : conditions) {
SQLBinaryOpExpr conditionExpr = Utils.cast(condition, SQLBinaryOpExpr.class);
SQLBinaryOperator operator = conditionExpr.getOperator();
SQLIdentifierExpr conditionColumn = Utils.cast(conditionExpr.getLeft(), SQLIdentifierExpr.class);
SQLValuableExpr conditionColumnValue = Utils.cast(conditionExpr.getRight(), SQLValuableExpr.class);
Utils.print("条件字段:{},操作符号:{},条件值:{}", conditionColumn.getName(), operator.name, conditionColumnValue);
}
}2.1.3.2 SQLVariantRefExpr
@Test
public void SQLVariantRefExpr() {
String sql = "select * from users where id = ? and name = ?";
SQLSelectQuery sqlSelectQuery = Utils.parseSQLSelectQuery(sql);
SQLSelectQueryBlock selectQueryBlock = Utils.cast(sqlSelectQuery, SQLSelectQueryBlock.class);
SQLExpr where = selectQueryBlock.getWhere();
List<SQLObject> conditions = where.getChildren();
// [id = ?] 出现了变量符,所以要用SQLVariantRefExpr
for (SQLObject condition : conditions) {
SQLBinaryOpExpr conditionExpr = Utils.cast(condition, SQLBinaryOpExpr.class);
SQLBinaryOperator operator = conditionExpr.getOperator();
SQLIdentifierExpr conditionColumn = Utils.cast(conditionExpr.getLeft(), SQLIdentifierExpr.class);
SQLVariantRefExpr conditionColumnValue = Utils.cast(conditionExpr.getRight(), SQLVariantRefExpr.class);
int index = conditionColumnValue.getIndex();
Utils.print("条件字段:{},操作符号:{},索引位:{}", conditionColumn.getName(), operator.name, index);
}
}2.1.4 SQLTableSource
常见的SQLTableSource包括SQLExprTableSource、SQLJoinTableSource、SQLSubqueryTableSource、SQLWithSubqueryClause.Entry
| 核心类 | 举例 | 说明 | 快速记忆 |
|---|---|---|---|
| SQLExprTableSource | select * from emp where i = 3 | name = SQLIdentifierExpr = emp | 单表查询 |
| SQLJoinTableSource | select * from emp e inner join org o on e.org_id = o.id | left = SQLExprTableSource(emp e),right = SQLExprTableSource(org o), condition = SQLBinaryOpExpr(e.org_id = o.id) | join 查询使用 |
| SQLSubqueryTableSource | select from (select from temp) a | from(...)是一个SQLSubqueryTableSource | 子查询语句 |
| SQLWithSubqueryClause | WITH RECURSIVE ancestors AS (SELECT FROM org UNION SELECT f. FROM org f, ancestors a WHERE f.id = a.parent_id ) SELECT * FROM ancestors; | ancestors AS (...) 是一个SQLWithSubqueryClause.Entry | with |
2.2 SQL语句解析示例
2.2.1 解析 Where
注意如果条件语句中只有一个条件,那么where就是一个 SQLBinaryOpExpr。
当条件大于2个,使用 where.getChildren()
/**
* 判断where要
* 1. 注意是SQLBinaryOpExpr(id = 1) or (u.id = 1) 需要注意是否使用了别名<br>
* 2. 注意如果只有一个查询添加 where本身就是一个SQLBinaryOpExpr，如果是多个就要用 where.getChildren()<br></>
* 如果有别名: SQLPropertyExpr(name = id , ownerName = u)<br>
* 如果没别名: SQLIdentifierExpr(name = id) <br></>
* 值对象: SQLValuableExpr
*
* @param where 条件对象
*/
public static void parseWhere(SQLExpr where) {
if (where instanceof SQLBinaryOpExpr) {
parseSQLBinaryOpExpr(cast(where, SQLBinaryOpExpr.class));
} else {
List<SQLObject> childrenList = where.getChildren();
for (SQLObject sqlObject : childrenList) {
// 包含了 left 和 right
SQLBinaryOpExpr conditionBinary = cast(sqlObject, SQLBinaryOpExpr.class);
parseSQLBinaryOpExpr(conditionBinary);
}
}
}
public static void parseSQLBinaryOpExpr(SQLBinaryOpExpr conditionBinary) {
SQLExpr conditionExpr = conditionBinary.getLeft();
SQLExpr conditionValueExpr = conditionBinary.getRight();
// 左边有别名所以是SQLPropertyExpr
if (conditionExpr instanceof SQLPropertyExpr) {
SQLPropertyExpr conditionColumnExpr = cast(conditionExpr, SQLPropertyExpr.class);
// 右边根据类型进行转换 id是SQLIntegerExpr name是SQLCharExpr
SQLValuableExpr conditionColumnValue = cast(conditionValueExpr, SQLValuableExpr.class);
print("条件列名:{},条件别名:{},条件值:{}", conditionColumnExpr.getName(), conditionColumnExpr.getOwnernName(), conditionColumnValue);
}
// 如果没有别名
if (conditionExpr instanceof SQLIdentifierExpr) {
SQLIdentifierExpr conditionColumnExpr = cast(conditionExpr, SQLIdentifierExpr.class);
SQLValuableExpr conditionColumnValue = cast(conditionValueExpr, SQLValuableExpr.class);
print("条件列名:{},条件值:{}", conditionColumnExpr.getName(), conditionColumnValue);
}
}2.2.2 解析 SQLSelectItem
解析查询的列信息
/**
* 解析查询字段,注意是否使用了别名.u.id as userId, u.name as userName, u.age as userAge<br>
* userId（sqlSelectItem.getAlias）<br>
* 如果有别名: u.id( id = SQLPropertyExpr.getName,u = SQLPropertyExpr.getOwnernName)<br>
* 如果没别名: id(id = SQLIdentifierExpr.name)
*
* @param selectColumnList 查询字段
*/
private void parseSQLSelectItem(List<SQLSelectItem> selectColumnList) {
for (SQLSelectItem sqlSelectItem : selectColumnList) {
// u.id as userId(selectColumnAlias)
String selectColumnAlias = sqlSelectItem.getAlias();
// u.id = SQLPropertyExpr
SQLExpr expr = sqlSelectItem.getExpr();
if (expr instanceof SQLPropertyExpr) {
SQLPropertyExpr selectColumnExpr = cast(expr, SQLPropertyExpr.class);
print("列名:{},别名:{},表别名:{}", selectColumnExpr.getName(), selectColumnAlias, selectColumnExpr.getOwnernName());
}
if (expr instanceof SQLIdentifierExpr) {
SQLIdentifierExpr selectColumnExpr = cast(expr, SQLIdentifierExpr.class);
print("列名:{},别名:{}", selectColumnExpr.getName(), selectColumnAlias);
}
}
}2.2.3 解析 SQLUpdateSetItem
@Test
public void SQLUpdateStatement() {
SQLStatement sqlStatement = SQLUtils.parseSingleMysqlStatement("update users u set u.name = '唐僧',age = 18 where u.id = 1 ");
SQLUpdateStatement sqlUpdateStatement = Utils.cast(sqlStatement, SQLUpdateStatement.class);
List<SQLUpdateSetItem> setItems = sqlUpdateStatement.getItems();
for (SQLUpdateSetItem setItem : setItems) {
SQLExpr column = setItem.getColumn();
if (column instanceof SQLPropertyExpr) {
SQLPropertyExpr sqlPropertyExpr = Utils.cast(column, SQLPropertyExpr.class);
SQLExpr value = setItem.getValue();
Utils.print("column:{},列owner:{},value:{}", sqlPropertyExpr.getName(), sqlPropertyExpr.getOwnernName(), value);
}
if (column instanceof SQLIdentifierExpr) {
SQLExpr value = setItem.getValue();
Utils.print("column:{},value:{}", column, value);
}
}
SQLExpr where = sqlUpdateStatement.getWhere();
Utils.startParse("解析where", Utils::parseWhere, where);
}2.2.4 解析 SQLLimit
/**
* 偏移量,只有2个值
*
* @param limit 限制
*/
private void parseLimit(SQLLimit limit) {
// 偏移量
SQLExpr offset = limit.getOffset();
// 便宜数量
SQLExpr rowCount = limit.getRowCount();
print("偏移量:{},偏移数量:{}", offset, rowCount);
}2.2.5 解析 SQLSelectGroupBy
@Test
public void groupBy() {
SQLStatement sqlStatement = SQLUtils.parseSingleMysqlStatement("select name,count(1) as count from users group by name,age having count > 2");
SQLSelectStatement selectStatement = Utils.cast(sqlStatement, SQLSelectStatement.class);
SQLSelect select = selectStatement.getSelect();
SQLSelectQueryBlock query = Utils.cast(select.getQuery(), SQLSelectQueryBlock.class);
SQLSelectGroupByClause groupBy = query.getGroupBy();
List<SQLExpr> items = groupBy.getItems();
for (SQLExpr item : items) {
// group by name
// group by age
SQLIdentifierExpr groupByColumn = Utils.cast(item, SQLIdentifierExpr.class);
Utils.print("group by {}", groupByColumn);
}
}
2.2.6 解析 Having
@Test
public void having() {
SQLStatement sqlStatement = SQLUtils.parseSingleMysqlStatement("select name,count(1) as count from users group by name,age having count > 2");
SQLSelectStatement selectStatement = Utils.cast(sqlStatement, SQLSelectStatement.class);
SQLSelect select = selectStatement.getSelect();
SQLSelectQueryBlock query = Utils.cast(select.getQuery(), SQLSelectQueryBlock.class);
SQLSelectGroupByClause groupBy = query.getGroupBy();
SQLExpr having = groupBy.getHaving();
// 因为只有一个条件,所以having就是SQLBinaryOpExpr
SQLBinaryOpExpr havingExpr = Utils.cast(having, SQLBinaryOpExpr.class);
// 没有使用别名,所以就是SQLIdentifierExpr
SQLExpr left = havingExpr.getLeft();
SQLIdentifierExpr leftExpr = Utils.cast(left, SQLIdentifierExpr.class);
// 数字类型就是
SQLExpr right = havingExpr.getRight();
SQLValuableExpr rightValue = Utils.cast(right, SQLValuableExpr.class);
SQLBinaryOperator operator = havingExpr.getOperator();
// left:count, operator:>,right:2
Utils.print("left:{}, operator:{},right:{}", leftExpr.getName(), operator.name, rightValue.getValue());
}三、语法树生成
前面的内容如果都搞清楚了,那么我们就能对sql进行解析,通知可以修改sql解析后的语法树,同时再将修改后的语法树,重新转换成sql
3.1 修改语法树
3.1.1 增加一个条件
@Test
public void SQLDeleteStatement(){
SQLStatement sqlStatement = SQLUtils.parseSingleMysqlStatement("delete from users where id = 1");
SQLDeleteStatement sqlDeleteStatement = Utils.cast(sqlStatement, SQLDeleteStatement.class);
sqlDeleteStatement.addCondition(SQLUtils.toSQLExpr("name = '孙悟空'"));
// DELETE FROM users
// WHERE id = 1
// AND name = '孙悟空'
System.out.println(SQLUtils.toSQLString(sqlDeleteStatement));
}3.1.2 修改一个条件值
将条件id = 1 修改成 id = 2
@Test
public void SQLDeleteStatement2(){
SQLStatement sqlStatement = SQLUtils.parseSingleMysqlStatement("delete from users where id = 1");
SQLDeleteStatement sqlDeleteStatement = Utils.cast(sqlStatement, SQLDeleteStatement.class);
SQLExpr where = sqlDeleteStatement.getWhere();
SQLBinaryOpExpr sqlBinaryOpExpr = Utils.cast(where, SQLBinaryOpExpr.class);
// DELETE FROM users
// WHERE id = 2
sqlBinaryOpExpr.setRight(SQLUtils.toSQLExpr("2"));
System.out.println(SQLUtils.toSQLString(sqlDeleteStatement));
}四、Visitor模式
访问者模式
所有的AST节点都支持Visitor模式，需要自定义遍历逻辑，可以实现相应的ASTVisitorAdapter派生类
public static class CustomerMySqlASTVisitorAdapter extends MySqlASTVisitorAdapter {
private final Map<String, SQLTableSource> ALIAS_MAP = new HashMap<String, SQLTableSource>();
private final Map<String, SQLExpr> ALIAS_COLUMN_MAP = new HashMap<String, SQLExpr>();
public boolean visit(SQLExprTableSource x) {
String alias = x.getAlias();
ALIAS_MAP.put(alias, x);
return true;
}
@Override
public boolean visit(MySqlSelectQueryBlock x) {
List<SQLSelectItem> selectList = x.getSelectList();
for (SQLSelectItem sqlSelectItem : selectList) {
String alias = sqlSelectItem.getAlias();
SQLExpr expr = sqlSelectItem.getExpr();
ALIAS_COLUMN_MAP.put(alias, expr);
}
return true;
}
public Map<String, SQLTableSource> getAliasMap() {
return ALIAS_MAP;
}
public Map<String, SQLExpr> getAliasColumnMap() {
return ALIAS_COLUMN_MAP;
}
}
@Test
public void AliasVisitor() {
String sql = "select u.id as userId, u.name as userName, age as userAge from users as u where u.id = 1 and u.name = '孙悟空' limit 2,10";
// 解析SQL
SQLStatement sqlStatement = SQLUtils.parseSingleMysqlStatement(sql);
CustomerMySqlASTVisitorAdapter customerMySqlASTVisitorAdapter = new CustomerMySqlASTVisitorAdapter();
sqlStatement.accept(customerMySqlASTVisitorAdapter);
// 表别名:{u=users}
System.out.println("表别名:" + customerMySqlASTVisitorAdapter.getAliasMap());
// 列别名{userName=u.name, userId=u.id, userAge=age}
System.out.println("列别名" + customerMySqlASTVisitorAdapter.getAliasColumnMap());
}
